Current text generation models based on neural networks and deep learning have had the same, surprisingly human, limitation: like us, they can only produce language word by word or even letter by letter. Today Salesforce is announcing a neural machine translation system that can overcome this limitation, producing translations an entire sentence at a time in a fully parallel way.